Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_first
missing_linux_example
Summary
The documentation page demonstrates a mild Windows bias by exclusively using Excel for data preparation and calculation examples, without mentioning or illustrating equivalent steps using Linux/macOS spreadsheet tools (e.g., LibreOffice Calc, Numbers) or command-line alternatives. All screenshots and instructions are tailored to Excel, which is most commonly used on Windows, and no Linux/macOS-specific workflows or tools are referenced.
Recommendations
  • Include explicit instructions and screenshots for performing the same calculations in LibreOffice Calc (Linux/macOS) and Apple Numbers (macOS).
  • Mention and provide examples of using command-line tools (e.g., awk, pandas in Python, csvkit) for users who prefer non-GUI workflows.
  • Add a note clarifying that any spreadsheet application can be used, and link to relevant guides for Linux/macOS users.
  • Consider reordering or balancing examples so that Linux/macOS alternatives are presented alongside or before Windows/Excel instructions.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased